Real-Time Multimodal AI: Research Results

This research presents VisionAI, a transformative framework addressing unimodal limitations in computer vision. It details system requirements, architecture design, and testing approaches while highlighting identified research gaps and objectives. Performance evaluations and demonstration outcomes validate its feasibility and efficacy. The paper concludes with insights on future advancements.